Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
The human-robot interaction operating system
Proceedings of the 1st ACM SIGCHI/SIGART conference on Human-robot interaction
An affective guide robot in a shopping mall
Proceedings of the 4th ACM/IEEE international conference on Human robot interaction
HERB: a home exploring robotic butler
Autonomous Robots
Sign recognition using constrained optimization
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Situated multi-modal dialog system in vehicles
Proceedings of the 6th workshop on Eye gaze in intelligent human machine interaction: gaze in multimodal interaction
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Developing interactive robots is an extremely challenging task which requires a broad range of expertise across diverse disciplines, including, robotic planning, spoken language understanding, belief tracking and action management. While there has been a boom in recent years in the development of reusable components for robotic systems within common architectures, such as the Robot Operating System (ROS), little emphasis has been placed on developing components for Human-Robot-Interaction. In this paper we introduce HRItk (the Human-Robot-Interaction toolkit), a framework, consisting of messaging protocols, core-components, and development tools for rapidly building speech-centric interactive systems within the ROS environment. The proposed toolkit was specifically designed for extensibility, ease of use, and rapid development, allowing developers to quickly incorporate speech interaction into existing projects.